Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/2812
Title: Power Scheduling in Privacy Enhanced Microgrid Networks with Renewables and Storage
Authors: Işıkman, Arif Önder
Altun, Cankal
Uludağ, Süleyman
Tavlı, Bülent
Keywords: Electric power transmission networks
smart power grids
grid communication
Issue Date: 2016
Publisher: IEEE
Source: Isikman, A. O., Altun, C., Uludag, S., and Tavli, B. (2016, January). Power scheduling in privacy enhanced microgrid networks with renewables and storage. In 2016 13th IEEE Annual Consumer Communications and Networking Conference (CCNC) (pp. 405-410). IEEE.
Abstract: As many countries embark on a major transitioning to the Smart Grid (SG), realizing the benefits of the new paradigm depends on generation, collection, and usage of unprecedented amount of data. With such proliferated data processing, there are legitimate concerns that call for sound privacy measures to ensure proper safekeeping. A significant portion of the potential benefits of the SG initiative, thus, relies on devising convincing mechanisms to strengthen the privacy. As a new distribution subsystem, microgrids are expected to play a crucial role in the SG. In this paper, we develop a privacy-aware microgrid power scheduling formulation with renewable sources and energy storage where five different classes of appliances are prioritized by smart meters. Our analysis shows that there is a tradeoff between maximizing the power usage and privacy levels. Hence, it is not possible to find a solution that maximizes both objectives simultaneously. However, it is possible to achieve significantly higher levels of privacy preservation with moderate sacrifice from the power usage, especially when the number of users is high.
URI: https://hdl.handle.net/20.500.11851/2812
https://ieeexplore.ieee.org/document/7444814
ISBN: 978-1-4673-9292-1
Appears in Collections:Elektrik ve Elektronik Mühendisliği Bölümü / Department of Electrical & Electronics Engineering
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

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